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Higher Order Inference On A Treatment Effect Under Low Regularity Conditions

We describe a novel approach to nonparametric point and interval estimation of a treatment effect in the presence of many continuous confounders. We show the problem can be reduced to that of point and interval estimation of the expected conditional covariance between treatment and response given th...

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Autores principales: Li, Lingling, Tchetgen, Eric Tchetgen, van der Vaart, Aad, Robins, James M.
Formato: Artigo
Lenguaje:Inglês
Publicado: 2011
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC3088168/
https://ncbi.nlm.nih.gov/pubmed/21552339
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.spl.2011.02.030
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